# Disruption on ACIARENA Medical

Source: [Disruption on ACIARENA Medical](<https://www.sota2.com/research/sota/disruption-on-aciarena-medical>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-04-10T08:04:42.331Z

Evaluation of model performance on the Disruption task using the ACIARENA Medical dataset, measured by UA and ASR.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Disruption |
| Dataset (including any stated split) | ACIARENA Medical |
| Metric | UA |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [UA](<https://www.sota2.com/research/sota/disruption-on-aciarena-medical.md?metric=UA>): Higher is better; unit: PERCENT.

- [ASR](<https://www.sota2.com/research/sota/disruption-on-aciarena-medical.md?metric=ASR>): Higher is better; unit: PERCENT.

## Recorded results

| Method | UA | Result date | Report paper |
| --- | --- | --- | --- |
| LLM Debate | 57.09 | Not recorded | 69d883f37d0172140ec77911 |
| Self Consistency | 56.97 | Not recorded | 69d883f37d0172140ec77911 |
| AgentVerse | 54.34 | Not recorded | 69d883f37d0172140ec77911 |
| AutoGen | 43.56 | Not recorded | 69d883f37d0172140ec77911 |
| CAMEL | 13.75 | Not recorded | 69d883f37d0172140ec77911 |

### LLM Debate

UA: 57.09. Result ID: 69d8aefd47f34ce924c15d2e.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f37d0172140ec77911.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f6a1e209131cea456e2.md>)

Recorded evaluation configuration: {"Base LLM":"GPT-4o-mini"}. This record does not assert independent reproduction.

### Self Consistency

UA: 56.97. Result ID: 69d8aefd47f34ce924c15d2d.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f37d0172140ec77911.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6eb61e209131cea41b33.md>)

Recorded evaluation configuration: {"Base LLM":"GPT-4o-mini"}. This record does not assert independent reproduction.

### AgentVerse

UA: 54.34. Result ID: 69d8aefd47f34ce924c15d2c.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f37d0172140ec77911.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70f31e209131cea4e4c3.md>)

Recorded evaluation configuration: {"Base LLM":"GPT-4o-mini"}. This record does not assert independent reproduction.

### AutoGen

UA: 43.56. Result ID: 69d8aefd47f34ce924c15d2b.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f37d0172140ec77911.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70cd1e209131cea4d3e0.md>)

Recorded evaluation configuration: {"Base LLM":"GPT-4o-mini"}. This record does not assert independent reproduction.

### CAMEL

UA: 13.75. Result ID: 69d8aefd47f34ce924c15d2a.

[Reporting paper](<https://www.sota2.com/research/paper/69d883f37d0172140ec77911.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71131e209131cea4f1bf.md>)

Recorded evaluation configuration: {"Base LLM":"GPT-4o-mini"}. This record does not assert independent reproduction.

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